{"id":"W4409150991","doi":"10.1080/00218839.2025.2484498","title":"Time series analysis of <i>Varroa destructor</i> counts in Ontario honey bee colonies and their association with weather variables","year":2025,"lang":"en","type":"article","venue":"Journal of Apicultural Research","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Biology; Varroa destructor; Honey bee; Varroa; Honey Bees; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002445737,0.0001396053,0.0001283858,0.0006266966,0.0004047172,0.0004879995,0.0002494268,0.0001180629,0.001023783],"category_scores_gemma":[0.001121682,0.0001063239,0.0002206192,0.001183677,0.0002173669,0.0001879671,0.000261718,0.0001927397,0.0001300653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00410726,"about_ca_system_score_gemma":0.002936952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9248956,"about_ca_topic_score_gemma":0.9538671,"domain_scores_codex":[0.9998056,0.00001779169,0.00001362397,0.00004218652,0.00007634184,0.0000444219],"domain_scores_gemma":[0.999262,0.00007993431,0.0002588499,0.000040269,0.0002742411,0.00008469059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006676185,0.00001693337,0.9904522,0.00002706779,0.00004605125,0.00005101143,0.0005555445,0.0004441561,0.001209904,0.00008598773,0.000635967,0.006408447],"study_design_scores_gemma":[5.870235e-7,0.000005784979,0.9988723,0.000003028707,0.000005258305,0.000008347731,0.0001811304,0.0004773779,0.00005136984,0.000006218849,0.000386719,0.000001908486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967245,0.0001031705,0.0002380397,0.00005127469,0.000003401767,0.0000108554,0.002026358,0.000006679732,0.0008357099],"genre_scores_gemma":[0.9967722,0.0001046194,0.000258692,0.00001009725,0.000002609137,0.00001123009,0.001828517,0.000002384225,0.001009684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07510442,"threshold_uncertainty_score":0.1510934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378323809615446,"score_gpt":0.2748129771493482,"score_spread":0.2510297390531938,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}